analysis with censored autocorrelated data, which includes the MLE, are applicable only if the errors of the AR component of … attention. Hence, the remainder of the thesis focuses on the estimation of parameters for censored autocorrelated data. First …, as part of the study, we review currently available estimators in regression with censored autocorrelated data. Then we …